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Francois Lanusse

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Unified framework for diffusion generative models in SO(3): applications in computer vision and astrophysics

Dec 18, 2023
Yesukhei Jagvaral, Francois Lanusse, Rachel Mandelbaum

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AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models

Oct 04, 2023
Francois Lanusse, Liam Parker, Siavash Golkar, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Geraud Krawezik, Michael McCabe, Ruben Ohana, Mariel Pettee, Bruno Regaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

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Multiple Physics Pretraining for Physical Surrogate Models

Oct 04, 2023
Michael McCabe, Bruno Régaldo-Saint Blancard, Liam Holden Parker, Ruben Ohana, Miles Cranmer, Alberto Bietti, Michael Eickenberg, Siavash Golkar, Geraud Krawezik, Francois Lanusse, Mariel Pettee, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

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xVal: A Continuous Number Encoding for Large Language Models

Oct 04, 2023
Siavash Golkar, Mariel Pettee, Michael Eickenberg, Alberto Bietti, Miles Cranmer, Geraud Krawezik, Francois Lanusse, Michael McCabe, Ruben Ohana, Liam Parker, Bruno Régaldo-Saint Blancard, Tiberiu Tesileanu, Kyunghyun Cho, Shirley Ho

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Towards solving model bias in cosmic shear forward modeling

Oct 28, 2022
Benjamin Remy, Francois Lanusse, Jean-Luc Starck

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Probabilistic Mass Mapping with Neural Score Estimation

Jan 17, 2022
Benjamin Remy, Francois Lanusse, Niall Jeffrey, Jia Liu, Jean-Luc Starck, Ken Osato, Tim Schrabback

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Adaptive wavelet distillation from neural networks through interpretations

Jul 19, 2021
Wooseok Ha, Chandan Singh, Francois Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu

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Real-Time Likelihood-Free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation

Feb 17, 2021
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, Francois Lanusse, Casey Lam, Jessica Lu

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Real-Time Likelihood-free Inference of Roman Binary Microlensing Events with Amortized Neural Posterior Estimation

Feb 10, 2021
Keming Zhang, Joshua S. Bloom, B. Scott Gaudi, Francois Lanusse, Casey Lam, Jessica Lu

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